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Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)

9 June 2016

Shaohua Li

Tat-Seng Chua

Jun Zhu

Chunyan Miao

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Papers citing "Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)"

23 / 23 papers shown

Title
Protein Language Models and Structure Prediction: Connection and Progression Bozhen Hu Jun Xia Jiangbin Zheng Cheng Tan Yufei Huang Yongjie Xu Stan Z. Li 106 43 0 30 Nov 2022
Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis Steven Schockaert 59 2 0 28 Jun 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection Yixiao Wang Zied Bouraoui Luis Espinosa Anke Steven Schockaert 69 4 0 15 Jun 2021
Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells Griffin Adams Mert Ketenci Shreyas Bhave A. Perotte Noémie Elhadad BDL 87 0 0 29 Sep 2020
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing Cuiyun Gao Jichuan Zeng Zhiyuan Wen David Lo Xin Xia Irwin King Michael R. Lyu 67 21 0 23 Aug 2020
SLAM-Inspired Simultaneous Contextualization and Interpreting for Incremental Conversation Sentences Yusuke Takimoto Yosuke Fukuchi Shoya Matsumori M. Imai 66 2 0 29 May 2020
P-SIF: Document Embeddings Using Partition Averaging Vivek Gupta A. Saw Pegah Nokhiz Praneeth Netrapalli Piyush Rai Partha P. Talukdar 80 25 0 18 May 2020
Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context Gabriele Pergola Yulan He D. Lowe 25 5 0 22 Nov 2019
Improving Document Classification with Multi-Sense Embeddings Vivek Gupta A. Saw Pegah Nokhiz Harshit Gupta Partha P. Talukdar 86 15 0 18 Nov 2019
Topic Modeling in Embedding Spaces Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 319 696 0 08 Jul 2019
Mixing syntagmatic and paradigmatic information for concept detection L. Chartrand Mohamed Bouguessa 64 2 0 09 Apr 2019
Column2Vec: Structural Understanding via Distributed Representations of Database Schemas Michael J. Mior Alexander Ororbia 48 2 0 20 Mar 2019
ClassiNet -- Predicting Missing Features for Short-Text Classification Danushka Bollegala Vincent Atanasov Takanori Maehara Ken-ichi Kawarabayashi GNN 54 16 0 14 Apr 2018
Topic Modeling based on Keywords and Context Johannes Schneider 81 20 0 07 Oct 2017
Decontamination of Mutual Contamination Models Julian Katz-Samuels Gilles Blanchard Clayton Scott 193 24 0 30 Sep 2017
Improve Lexicon-based Word Embeddings By Word Sense Disambiguation Y. Ke M. Hagiwara 38 1 0 24 Jul 2017
Efficient Correlated Topic Modeling with Topic Embedding Junxian He Zhiting Hu Taylor Berg-Kirkpatrick Ying Huang Eric Xing 96 48 0 01 Jul 2017
Jointly Learning Word Embeddings and Latent Topics Bei Shi Wai Lam Shoaib Jameel Steven Schockaert K. Lai BDL 88 80 0 21 Jun 2017
Dirichlet-vMF Mixture Model Shaohua Li 30 0 0 24 Feb 2017
LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations Jarvan Law Hankui Zhuo Junhua He Erhu Rong BDL 48 18 0 23 Feb 2017
Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons Y. Ke M. Hagiwara 55 2 0 02 Dec 2016
Fuzzy paraphrases in learning word representations with a lexicon Y. Ke M. Hagiwara 149 0 0 02 Nov 2016
PSDVec: a Toolbox for Incremental and Scalable Word Embedding Shaohua Li Jun Zhu Chunyan Miao 56 15 0 10 Jun 2016